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What is federated learning, and how does it relate to Edge AI?
Can you differentiate between Artificial Intelligence, Machine Learning, and Deep Learning?
Explain the use of AI in robotic process automation (RPA).
How would you design a reinforcement learning system?
Can you explain the concept of feature attribution in Explainable AI?
Can you describe a time when an AI project didn't go as planned and how you adapted?
What are the hardware constraints to consider when developing Edge AI applications?
What ethical concerns arise with the use of AI in education?
Discuss the legal and regulatory issues surrounding autonomous systems.
Explain how quantum optimization can solve complex problems faster than classical algorithms.
What is transfer learning, and when would you use it?
How is adaptive learning implemented using AI?
What are some potential applications of AI in cybersecurity for threat detection?
How does AI assist in drug discovery processes?
What are some potential applications of generative systems in art and design for improved creativity?
